A survey on multi-objective hyperparameter optimization algorithms for machine learning.
Alejandro Morales HernándezInneke Van NieuwenhuyseSebastian Rojas-GonzalezPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- particle swarm optimization
- multi objective
- optimization algorithm
- conflicting objectives
- machine learning
- evolutionary algorithm
- optimization problems
- multiple objectives
- particle swarm optimization pso
- multiobjective optimization
- evolutionary optimization
- learning algorithm
- machine learning approaches
- optimum design
- multi objective evolutionary algorithms
- machine learning methods
- model selection
- optimization method
- machine learning algorithms
- optimization methods
- constrained optimization
- bi objective
- computational cost
- combinatorial optimization
- computationally efficient
- pareto optimal
- genetic programming
- active learning
- data structure
- data mining